{"id":"W2324957978","doi":"10.5465/amle.2014.0385","title":"Introduction: Design Thinking for Learning","year":2014,"lang":"en","type":"article","venue":"Academy of Management Learning and Education","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Learning design; Design thinking; Learning Management; Psychology; Mathematics education; Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002108203,0.001217811,0.0006124224,0.001783272,0.002416557,0.006058475,0.00137235,0.004545358,0.02801596],"category_scores_gemma":[0.003982809,0.0004400403,0.0007567209,0.00172031,0.007434535,0.006414537,0.002744899,0.006421181,0.009544003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543095,"about_ca_system_score_gemma":0.002132837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340532,"about_ca_topic_score_gemma":0.001744869,"domain_scores_codex":[0.9979326,0.0008759852,0.000115085,0.0003383291,0.0006457472,0.00009235934],"domain_scores_gemma":[0.9960067,0.002949324,0.00009263442,0.0002130046,0.0005620526,0.0001762737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001464229,0.00003758106,0.00009517683,0.0006553307,0.000007000282,0.00005401494,0.001912705,0.0003506314,0.0002559698,0.6355649,0.2888285,0.07222348],"study_design_scores_gemma":[0.000008474076,0.00001620926,0.000107148,0.0005264736,0.000004515638,0.00009462125,0.0003950109,0.00030595,0.0001443209,0.195378,0.8030065,0.0000127357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0022114,0.06465174,0.181347,0.1699315,0.05063399,0.0002204484,0.000522276,0.00098495,0.5294967],"genre_scores_gemma":[0.08722605,0.04944831,0.116532,0.1039781,0.05803082,0.0009240211,0.0006561207,0.001409304,0.5817953],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02801596,"threshold_uncertainty_score":0.09372276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617481903451079,"score_gpt":0.2745503788383189,"score_spread":0.2583755598038081,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}